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Content pollution quantification in large P2P networks : A measurement study on KAD

Authors :
Guillaume Doyen
Isabelle Chrisment
Rida Khatoun
Thibault Cholez
Guillaume Montassier
Olivier Festor
Environnement de Réseaux Autonomes (ERA)
Institut Charles Delaunay (ICD)
Université de Technologie de Troyes (UTT)-Centre National de la Recherche Scientifique (CNRS)-Université de Technologie de Troyes (UTT)-Centre National de la Recherche Scientifique (CNRS)
Management of dynamic networks and services (MADYNES)
INRIA Lorraine
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA)
Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique de Lorraine (INPL)-Université Nancy 2-Université Henri Poincaré - Nancy 1 (UHP)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique de Lorraine (INPL)-Université Nancy 2-Université Henri Poincaré - Nancy 1 (UHP)
Projet ANR MAPE et Projet GIS 3SGS ACDAP2P
IEEE Communications Society
LORIA - UTT
Institut National de Recherche en Informatique et en Automatique (Inria)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)-Université Henri Poincaré - Nancy 1 (UHP)-Université Nancy 2-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)
Laboratoire Traitement et Communication de l'Information (LTCI)
Institut Mines-Télécom [Paris] (IMT)-Télécom Paris
Software Tools for Telecommunications and Distributed Systems (RESEDAS)
Source :
Peer-to-Peer Computing, P2P 2011-11th IEEE International Conference on Peer-to-Peer Computing, P2P 2011-11th IEEE International Conference on Peer-to-Peer Computing, IEEE Communications Society, Aug 2011, Kyoto, Japan. pp.30-33, ⟨10.1109/P2P.2011.6038658⟩, 2011 IEEE International Conference on Peer-to-Peer Computing (P2P), 2011 IEEE International Conference on Peer-to-Peer Computing (P2P), Aug 2011, Kyoto, France. pp.30-33, ⟨10.1109/P2P.2011.6038658⟩
Publication Year :
2011
Publisher :
IEEE, 2011.

Abstract

International audience; Content pollution is one of the major issues affecting P2P file sharing networks. However, since early studies on FastTrack and Overnet, no recent investigation has reported its impact on current P2P networks. In this paper, we present a method and the supporting architecture to quantify the pollution of contents in the KAD network. We first collect information on many popular files shared in this network. Then, we propose a new way to detect content pollution by analyzing all filenames linked to a content with a metric based on the Tversky index and which gives very low error rates. By analyzing a large number of popular files, we show that 2/3 of the contents are polluted, one part by index poisoning but the majority by a new, more dangerous, form of pollution that we call index falsification.

Details

Database :
OpenAIRE
Journal :
2011 IEEE International Conference on Peer-to-Peer Computing
Accession number :
edsair.doi.dedup.....12a692879b2871b54bdba57fb2f60cf6